Verilog generation on ChipBench-SC
36.7Pass@1ChipMATE-Agents-9B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ChipMATE-Agents-9BType=ChipMATE (Ours), Size=9B2026.05 | 36.7 | 43.3 | |
| ChipMATE-Agents-4BType=ChipMATE (Ours), Size=4B2026.05 | 33.3 | 43.3 | |
| Claude Opus 4.7Type=Foundation Models2026.05 | 31.3 | 46.7 | |
| GPT-5.5Type=Foundation Models2026.05 | 30.7 | 36.7 | |
| CodeV-R1Type=Specialized Models, Size=7B2026.05 | 30 | 40 | |
| ChipMATE-Verilog-9BType=ChipMATE (Ours), Size=9B2026.05 | 30 | 36.7 | |
| DeepSeek R1Type=Foundation Models, Size=671B2026.05 | 26.7 | 40 | |
| ChipMATE-Verilog-4BType=ChipMATE (Ours), Size=4B2026.05 | 26.7 | 33.3 | |
| GPT-4oType=Foundation Models2026.05 | 20 | 33.3 | |
| DeepSeek V4Type=Foundation Models, Size=1.6T2026.05 | 18 | 36.7 | |
| DeepSeek CoderType=Foundation Models, Size=236B2026.05 | 16.7 | 30 | |
| CodeV-R1 (distill)Type=Specialized Models, Size=7B2026.05 | 13.3 | 26.7 | |
| Qwen3.5-9BType=Base Models, Size=9B2026.05 | 13.3 | 20 | |
| Qwen3.5-4BType=Base Models, Size=4B2026.05 | 6.7 | 10 |